SwinCup-DiscNet: A fusion transformer framework for glaucoma diagnosis using optic disc and cup features

Abstract Glaucoma remains a critical cause of permanent global visual disability, and is produced by advancing destruction of the visual nerve head (ONH). Early detection is critical important in preventing vision loss. We propose a new fusion transformer pipeline, which integrates optic disc/cup an...

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Autors principals:	Rajitha Chilukuri, P. Praveen, Ranjith Kumar Gatla, Reem A. Almenweer
Format:	Artigo
Idioma:	Inglês
Publicat:	Nature Portfolio 2026-02-01
Col·lecció:	Scientific Reports
Matèries:	Cup-to-disc ratio Swin transformer Optic cup Glaucoma Attention U-Net Deep learning
Accés en línia:	https://doi.org/10.1038/s41598-026-39065-7
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